Is it possible to set the password permanent so it doesn't always prompt asking me for password whenever I do changes to my project?
You can indeed. You can save the log in information to the URL:
If you click on the lock, you will see this screen:
Enter your login credentials here and it should stop prompting you. Came across this problem myself when starting use tortoise and this is what solved it for me...
Hope it helps!